AIMC Topic: COVID-19

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Remote Blood Oxygen Estimation From Videos Using Neural Networks.

IEEE journal of biomedical and health informatics Aug 7, 2023
Peripheral blood oxygen saturation (SpO ) is an essential indicator of respiratory functionality and received increasing attention during the COVID-19 pandemic. Clinical findings show that COVID-19 patients can have significantly low SpO before any ...
Oxygen Hand Bayes Theorem Remote Sensing Technology Proof of Concept Study Skin Pigmentation Neural Networks, Computer Oximetry Video Recording COVID-19 Datasets as Topic Deep Learning Sensitivity and Specificity Smartphone Humans
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Using machine learning to estimate health spillover effects.

The European journal of health economics : HEPAC : health economics in prevention and care Aug 6, 2023
We develop a nonparametric model to study health spillover effects of policy interventions. We use double/debiased machine learning to estimate the model using data from 74 hospitals in Rio de Janeiro, Brazil, and examine cross-patient spillover effe...
Intensive Care Units SARS-CoV-2 Length of Stay Hospital Mortality Brazil Pandemics COVID-19 Humans Machine Learning
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Training certified detectives to track down the intrinsic shortcuts in COVID-19 chest x-ray data sets.

Scientific reports Aug 4, 2023
Deep learning faces a significant challenge wherein the trained models often underperform when used with external test data sets. This issue has been attributed to spurious correlations between irrelevant features in the input data and corresponding ...
Deep Learning Radiographic Image Interpretation, Computer-Assisted Humans COVID-19 Radiography, Thoracic X-Rays
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ChatGPT: unlocking the potential of Artifical Intelligence in COVID-19 monitoring and prediction.

Panminerva medica Aug 3, 2023
BACKGROUND: The COVID-19 pandemic has had an unprecedent impact of everyday life with deleterious consequences on global health, economics, and society. Thus, accurate and timely information is critical for monitoring its spread and mitigating its im...
Humans Artificial Intelligence Pandemics Intelligence COVID-19 Italy
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Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron.

PloS one Aug 1, 2023
Topic modelling with innovative deep learning methods has gained interest for a wide range of applications that includes COVID-19. It can provide, psychological, social and cultural insights for understanding human behaviour in extreme events such as...
Deep Learning COVID-19 Humans Social Media SARS-CoV-2 Pandemics
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Deep-learning-enabled protein-protein interaction analysis for prediction of SARS-CoV-2 infectivity and variant evolution.

Nature medicine Jul 31, 2023
Host-pathogen interactions and pathogen evolution are underpinned by protein-protein interactions between viral and host proteins. An understanding of how viral variants affect protein-protein binding is important for predicting viral-host interactio...
Deep Learning Protein Binding COVID-19 SARS-CoV-2 Humans Artificial Intelligence
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Teeth Lesion Detection Using Deep Learning and the Internet of Things Post-COVID-19.

Sensors (Basel, Switzerland) Jul 31, 2023
With a view of the post-COVID-19 world and probable future pandemics, this paper presents an Internet of Things (IoT)-based automated healthcare diagnosis model that employs a mixed approach using data augmentation, transfer learning, and deep learni...
Humans Deep Learning Artificial Intelligence Cluster Analysis COVID-19 Internet of Things
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An innovative ensemble model based on deep learning for predicting COVID-19 infection.

Scientific reports Jul 29, 2023
Nowadays, global public health crises are occurring more frequently, and accurate prediction of these diseases can reduce the burden on the healthcare system. Taking COVID-19 as an example, accurate prediction of infection can assist experts in effec...
Cetacea Algorithms Deep Learning Animals Benchmarking COVID-19
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SVM-RFE enabled feature selection with DMN based centroid update model for incremental data clustering using COVID-19.

Computer methods in biomechanics and biomedical engineering Jul 24, 2023
This research introduces an efficacious model for incremental data clustering using Entropy weighted-Gradient Namib Beetle Mayfly Algorithm (NBMA). Here, feature selection is done based upon support vector machine recursive feature elimination (SVM-R...
COVID-19 Algorithms Support Vector Machine Cluster Analysis SARS-CoV-2 Humans
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Novel fuzzy deep learning approach for automated detection of useful COVID-19 tweets.

Artificial intelligence in medicine Jul 24, 2023
Coronavirus (COVID-19) is a newly discovered viral disease from the SARS-CoV-2 family. This has caused a moral panic resulting in the spread of informative and uninformative information about COVID-19 and its effects. Twitter is a popular social medi...
Deep Learning COVID-19 Machine Learning SARS-CoV-2 Humans Pandemics
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